A battle-tested Python starter template to build and deploy production-ready vertical AI agents for Telegram in 10-15 minutes.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install test-template-starter-pack
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install test-template-starter-pack using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Test-Deployment Template Starter Pack?
The Test-Deployment Template Starter Pack is a robust foundation for building production-ready vertical AI agents specifically tailored for Telegram. It eliminates the boilerplate overhead of developing AI applications by providing a comprehensive, 647-line Python core engine that has successfully passed a rigorous suite of 27 functional tests. This starter pack empowers developers to deploy enterprise-ready agents that handle everything from user intake to analytics.
By leveraging Openclaw Skills, engineering teams can significantly compress their time-to-market. Instead of writing foundational pipeline logic from scratch, developers can deploy industry-specific applications—such as tax assistants, real estate CRMs, dental receptionists, or legal intake engines—by executing a streamlined 7-step customization workflow.
Test-Deployment Template Starter Pack Use Cases
- Building a new Telegram vertical AI agent from scratch for specific industries like finance, real estate, health, or legal.
- Accelerating prototype development with a ready-made pipeline that includes intent classification and multi-tier routing.
- Implementing standard asynchronous operational components like lead scoring, SQLite CRM data persistence, and automated follow-ups.
- Evaluating AI agent architectures locally using a self-contained test suite without external API dependencies.
How Test-Deployment Template Starter Pack Works
- Intent Classification: The agent evaluates incoming Telegram messages against configurable keyword and semantic patterns to determine user intent.
- Lead Scoring: The core pipeline applies a weighted multi-factor scoring model to the interaction to evaluate potential business value.
- Multi-Tier Routing: Users are dynamically routed to specific tiers (Free, Pro, Business, or Enterprise) based on execution profiles or monetization rules.
- CRM Interaction: Conversation metrics and client profiles are saved directly to an SQLite database with native CRUD support.
- Follow-Up Engine: The skill initializes configurable sequential message timers to manage client touchpoints over time.
- Analytics Execution: Funnel progression, conversion rates, churn trends, and mock MRR are aggregated into an operational dashboard.
Test-Deployment Template Starter Pack Setup
Install the skill using Openclaw Skills management infrastructure:
clawhub install test-template-starter-pack
cd skills/test-template-starter-pack
python3 _test-template.py
After validating that all 27/27 tests pass successfully, open GUIDE.md and complete the 7-step vertical customization sequence.
Test-Deployment Template Starter Pack Data Schema & Taxonomy
The skill manages localized data stores, mock execution endpoints, and reference blueprints within the following system taxonomy:
Directory Architecture
| File / Directory | Description |
|---|---|
_test-template.py |
Reusable core logic engine incorporating 27 system tests. |
GUIDE.md |
Step-by-step documentation detailing vertical personalization. |
examples/ |
Pre-configured horizontal implementations for validation. |
examples/selfbot-brief.md |
Business logic profile for an RU tax assistant. |
examples/realestate-brief.md |
Business logic profile for a US property matching CRM. |
Core System Architecture
classify → score → route → CRM → follow-up → analytics → tier-gate → error-handle
Test-Deployment Template Starter Pack Advanced Features
- SQLite3 persistence supporting database migration routines and isolated cleanup utilities.
- Tier-gating systems to enforce strict usage limits across freemium application configurations.
- Complete local test harness bypassing external API dependencies via configurable mock mock data stores.
- Upgradable personas path with plug-and-play extensions available via Claw Mart.
SKILL.md
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